shreya2031/gnn-explainainability

Language: Python - Size: 18.8 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Parisa-Foroutan/Timeseries-forecasting-STGNN

Python code for Deep learning-based spatial-temporal graph neural networks for price movement classification in crude oil and precious metal markets

Language: Python - Size: 14.6 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

fork123aniket/Graph-Clustering-using-Graph-Neural-Networks-from-scratch

Implementation of Graph pooling and clustering operation using Graph Neural Networks in PyTorch

Language: Python - Size: 13.7 KB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0

devnithw/hiv-gnn

A Graph Neural Network to classify human HIV inhibitor molecules using DeepChem feature extractor

Language: Python - Size: 1.07 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

VictorZXY/GraphAC Fork of HannesStark/3DInfomax

GraphAC (Graph Adversarial Collaboration) – a novel, principled, task-agnostic, and stable framework for evaluating GNNs through contrastive self-supervision, without the need of handcrafted augmentations

Language: Python - Size: 156 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

Anindyadeep/MultiHeadVGAEs

Official Repository for different models based on MultiHead VGAEs.

Language: Python - Size: 11.4 MB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 8 - Forks: 1

theislab/geome

Language: Python - Size: 20.2 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 16 - Forks: 4

manuel-dileo/dynamic-gnn

Pytorch implementation of a dynamic gnn based on Roland framework

Language: Jupyter Notebook - Size: 37.3 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 0

devanshamin/litgnn

Graph Neural Networks (GNN) Experimentation Playground

Language: Python - Size: 701 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

parsa-abbasi/NodeClassification

This repository contains the implementation of some of the popular Graph Neural Networks (GNNs) using PyTorch Geometric to solve node classification tasks.

Language: Jupyter Notebook - Size: 1.92 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

PeeteKeesel/gnn-for-drug-response-prediction

:dna: Process repository for my master thesis attacking drug response prediction on cancer cell-lines using bi-modal graph neural networks

Language: Jupyter Notebook - Size: 267 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0

Ascend-Research/AutoGO

Code repo for the paper "AutoGO: Automated Computation Graph Optimization for Neural Network Evolution", accepted to NeurIPS 2023.

Language: Python - Size: 42.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

SemUijen/SREX_GNN

SREX-GNN improves Genetic Optimization Algorithms by enabling an Graph Neural Network to select the correct "genes" to cross-over

Language: Python - Size: 43.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

twmitchel/FieldConv

Official implementation of Field Convolutions for Surface CNNs [ICCV 2021 Oral]

Language: Python - Size: 752 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 4

miloknowles/gnn-protein-classification

Using graph neural networks and protein LLMs to classify proteins based on their 3D structure.

Language: Jupyter Notebook - Size: 18.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

dsgelab/family-EHR-graphs

Graph representation learning with GNNs for predicting disease risk from family EHRs

Language: Python - Size: 15.4 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0

vtarasv/pocket-cfdm

Augmenting a training dataset of the generative diffusion model for molecular docking with artificial binding pockets

Language: Python - Size: 26.4 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 1

hfiteczz/PSD-Papers

Papers about Phishing Scams Detectation on Ethereum

Language: Python - Size: 6.84 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

issacchan26/HumanPartSegmentation

3D Human Part Segmentation with Point Transformer

Language: Python - Size: 48.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 0

sinaziaee/MoRGH

Movie Recommender system with graph neural networks

Language: Python - Size: 34.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Orbifold/pyg-link-prediction

Pytorch Geometric link prediction of a homogeneous social graph.

Language: Jupyter Notebook - Size: 19.5 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 23 - Forks: 6

Bowen-n/MCBG

Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)

Language: Python - Size: 13.4 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 14 - Forks: 1

XiaShan1227/Self-Attention-Graph-Pooling

Self-Attention Graph Pooling

Language: Python - Size: 4.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

XiaShan1227/SimGNN

SimGNN: A Neural Network Approach to Fast Graph Similarity Computation

Language: Python - Size: 242 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 2

XiaShan1227/GNN-Tutorial

B站GNN教程资料

Language: Jupyter Notebook - Size: 25 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 29 - Forks: 4

mariel-pettee/choreo-graph

Learning latent graph representations of the dancing body with GNNs

Language: Jupyter Notebook - Size: 105 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 26 - Forks: 5

karm-patel/DGCNN_project

Implementation - “An End-to-End Deep Learning Architecture for Graph Classification” paper

Language: Jupyter Notebook - Size: 2.55 MB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

mberr/pytorch-geometric-installer

A utility script to install PyTorch Geometric with its dependencies, using the pre-built binaries.

Language: Python - Size: 12.7 KB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 1

mr-ravin/Node-Classification-on-Cora-Dataset-using-GNN-in-Pytorch 📦

Node Classification on large Knowledge Graphs of Cora Dataset using Graph Neural Network (GNN) in Pytorch.

Language: Python - Size: 557 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

sisinflab/LoG-2023-GNNs-RecSys

Presented as tutorial at the Second Learning on Graphs Conference (LoG 2023)

Language: Jupyter Notebook - Size: 12.9 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 14 - Forks: 0

qitianwu/GraphOOD-GNNSafe

The official implementation for ICLR23 paper "GNNSafe: Energy-based Out-of-Distribution Detection for Graph Neural Networks"

Language: Python - Size: 2.37 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 64 - Forks: 4

stxnext/graph-recommendation-system-demo

Book recommendation engine with use of graph database and graph neural network.

Language: Python - Size: 36.2 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0

sinaziaee/DCGG

Drug Combination Prediction using Graph Neural Networks

Language: Jupyter Notebook - Size: 7.84 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

qitianwu/NodeFormer

The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification"

Language: Jupyter Notebook - Size: 353 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 255 - Forks: 25

Netsec-SJTU/SlicedLocator

Souce code of SlicedLocator: Code Vulnerability Locator Based on Sliced Dependence Graph (Computers & Security 2023)

Language: Python - Size: 45.9 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 1

leson502/CORECT_EMNLP2023

Language: Python - Size: 102 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 2

daqh/parallel_deep_hypergraph_generation

Python implementation of the tools described in the thesis work in computer science "Generazione di Ipergrafi del Mondo Reale mediante l'Utilizzo di Tecniche di Deep Learning"

Language: Python - Size: 21.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

AlbertoFormaggio1/fine_tuning_classification_prediction_GNN

Empirical Research over the possible advantages of pretraining a Graph Neural Network for Classification by using Link Prediction. We used GCN, GAT and GraphSAGE with minibatch generation. Done for the Learning From Networks course taught by professor Fabio Vandin at the University of Padova

Language: Python - Size: 867 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

arashsm79/brain-opto-fmri-decoding-gnn

Opto-fmri decoding of locus coeruleus firing patterns using Graph Neural Networks and the BrainGNN framework

Language: Jupyter Notebook - Size: 5.29 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

alirezadizaji/GraphROAR

A new benchmark for graph neural network explainer methods

Language: Python - Size: 7.8 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

machinelearningzuu/pytorch-notebooks

In this repository I'm implementing PyTorch based Deep Neural Networks from basic ANN to Advanced Graph Neural Networks. Please suggest if you have any ideas

Language: Jupyter Notebook - Size: 114 KB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

Zener085/music-recommendation-system-tutorial

Tutorial how to implement music recomendation system using GNN

Language: Jupyter Notebook - Size: 2.09 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

vtarasv/3d-prot-dta

3DProtDTA: a deep learning model for drug-target affinity prediction based on residue-level protein graphs

Language: Python - Size: 33.4 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 1

liamhbyrne/Graph4StackOverflow

Graph Neural Networks for Expertise Classification on Stack Overflow

Language: Jupyter Notebook - Size: 131 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 8 - Forks: 0

vvrahul11/link_prediction

Graph Neural Network for Disease-Gene Link Prediction

Language: Python - Size: 6.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

SiyuanHuangSJTU/SubTree-Attention

Official implementation for "Tailoring Self-Attention for Graph via Rooted Subtrees" (NeurIPS2023)

Language: Python - Size: 49.9 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

LUMIA-Group/SubTree-Attention

Official implementation for "Tailoring Self-Attention for Graph via Rooted Subtrees" (NeurIPS2023)

Language: Python - Size: 49.9 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

p-haddadian/HiCAP

HiCAP---Hierarchical Clustering-based Attention Pooling for Graph Representation Learning

Language: Python - Size: 104 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

rhfdn/radsum_app

A web application for extractive summarization

Language: Python - Size: 2.66 MB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

bknyaz/graph_attention_pool

Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)

Language: Jupyter Notebook - Size: 117 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 272 - Forks: 48

nachodieez/TFM

Clean version of the code used for the development of my master's thesis.

Language: Jupyter Notebook - Size: 6.84 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

shz9/graph-alignment

Siamese Neural Network Architecture for Graph Alignment

Language: TSQL - Size: 249 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 2

lan496/torch-m3gnet

PyTorch/PyG implementation of M3GNet

Language: Python - Size: 3.28 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 0

h3-Open-BDEC/pyg_botan

BOnd TArgeting Network for predicting slow relaxation in molecular dynamics

Language: Python - Size: 44.7 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 1

SylwiaNowakowska/Graph_Neural_Network_Drug_Discovery

Classification of molecules' ability to inhibit HIV with Graph Neural Networks (PyTorch Geometric) - work in progress.

Language: Jupyter Notebook - Size: 552 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

ANKer661/CoLMoC

CoLMoC - Contrastive Learning based Molecular Clustering

Language: Jupyter Notebook - Size: 2.32 MB - Last synced at: 6 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

navid-naderi/WEGL

The implementation code for our paper Wasserstein Embedding for Graph Learning (ICLR 2021).

Language: Jupyter Notebook - Size: 30.3 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 27 - Forks: 2

NickKaparinos/Graph-Neural-Network-Projects

Deep Learning Projects using Graph Neural Networks (GNNs).

Language: Python - Size: 10.3 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 1

lcicek/imdb-binary-gcn

GCN model trained on the IMDB-BINARY dataset and a custom graph class to modify graphs in the dataset as well as explain and approximate the model.

Language: Python - Size: 1.32 MB - Last synced at: 10 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

youyoungjang/pytorch-gnn-research

Various Applications and Descriptions of GNN with Pytorch, Pytorch Geometric.

Language: Jupyter Notebook - Size: 414 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 27 - Forks: 8

dingquanyu/HO-VGAE_ppi_predictor

A graph variational auto-encoder trained on STRING database to predict novel PPIs

Language: Python - Size: 117 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

u1234x1234/KDD-Cup-2020-AutoGraph-Challenge

8th place solution to https://www.automl.ai/competitions/3

Language: Python - Size: 80.1 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 2

wilcoln/graphsage

Reproduction of the paper "Inductive Representation Learning on Large Graphs"

Language: Python - Size: 42.1 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 4

rvdweerd/simmodel

Solving pursuit-evasion problems on graphs using Reinfocement Learning and GNNs

Language: Python - Size: 364 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 1

ProfiterolePuff/ML_ANN_Crypto_Stock_Prediction

Price prediction for Crypto, Stock, and Index using Hybrid Graph Attention Network (GAT) and Long Short-Term Memory (LSTM) models on PyTorch.

Language: Jupyter Notebook - Size: 3.87 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 0

reshalfahsi/node-classification

Graph Neural Network for Node Classification

Language: Jupyter Notebook - Size: 11.4 MB - Last synced at: 18 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

flandolfi/pyg-docset

PyTorch Geometric Docset for Dash/Zeal

Language: Makefile - Size: 43.4 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 0

tk-rusch/GraphCON

GraphCON (ICML 2022)

Language: Python - Size: 1000 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 40 - Forks: 7

jedrazb/vtk-to-pytorch-geometric

PyTorch Geometric point cloud representation for vtk 3D objects

Language: Python - Size: 6.84 KB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

venomouscyanide/S3GRL

S3GRL is a scalable SGRL method for faster link prediction using efficient precomputations.

Language: Python - Size: 33.6 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 0

venomouscyanide/S3GRL_OGB

S3GRL is a scalable SGRL method for faster link prediction using efficient precomputations.

Language: Python - Size: 35.9 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

tk-rusch/gradientgating

Gradient gating (ICLR 2023)

Language: Python - Size: 241 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 33 - Forks: 2

sisinflab/Graph-Demo

Accepted as demo paper at UMAP 2023

Language: Python - Size: 4.23 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 1

sisaman/GAP

GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)

Language: Jupyter Notebook - Size: 3.32 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 23 - Forks: 3

sisaman/pyg-datasets

Additional Datasets for PyTorch Geometric

Language: Python - Size: 193 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1

deepak2233/GNN-Based-HIV-Molecules-Classification

HIV molecules classification using GNN with attention

Language: Python - Size: 45.6 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

Thahit/Animal_Segmentation

Image segmentation on the oxford-iiit pet dataset using CNN's, GNN's and U-Nets

Language: Jupyter Notebook - Size: 18.7 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

AhmadRK94/RecSys-CF

Implementation of various collaborative filtering methods for recommender systems with implicit feedback

Language: Jupyter Notebook - Size: 8.33 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

babaid/ProBindNN

My bachelors thesis on predicting relative protein-protein binding affinity changes upon point mutations using graph neural networks.

Language: Python - Size: 129 MB - Last synced at: 5 days ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

Kumbong/GraphWavenet

Implementation of GraphWavenet (https://arxiv.org/abs/1906.00121) in PyG

Language: Python - Size: 11.8 MB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

John-Atha/diploma

A movie recommender platform implemented as the link weight prediction task with Graph Neural Networks and Graph Databases

Language: TypeScript - Size: 199 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

gospodima/Extended-SimGNN

A PyTorch Geometric implementation of SimGNN with some extensions.

Language: Python - Size: 777 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 30 - Forks: 11

TissueImageAnalytics/iguana

Interpretable Gland-Graph Networks

Language: Python - Size: 403 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0

balcilar/gnn-spectral-expressive-power

Code of "Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective" paper published in ICLR2021

Language: Python - Size: 24.2 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 38 - Forks: 3

DanieleMorotti/Songs-recommendation-from-lyrics

A simple songs recommendation system implemented for the 'Text Mining' course at the University of Bologna.

Language: Jupyter Notebook - Size: 18.8 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

aravindsankar28/GraFRank

Code for "Graph Neural Networks for Friend Ranking in Large-scale Social Platforms" (WWW 2021).

Language: Python - Size: 156 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 26 - Forks: 2

d-stoll/diffpool

Diffpool implementation for GDLMA SoSe22 @ TUM

Language: Jupyter Notebook - Size: 343 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

johnpeterflynn/surface-texture-inpainting-net

Complete surface texture on partially textured 3D meshes using graph neural networks.

Language: Python - Size: 49.4 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 0

szymonrucinski/graph-convolutional-networks

Train your own GCN model using the latest pytorch-geometric 📉 to solve image classification problem 🧠

Language: Jupyter Notebook - Size: 1.05 MB - Last synced at: 7 months ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

lajd/DEAL Fork of working-yuhao/DEAL

Inductive link prediction using Pytorch Geometric

Language: Python - Size: 536 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

bentaculum/gnn_toy_example 📦

Getting familiar with Graph Neural Nets and the pytorch_geometric library

Language: Python - Size: 770 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 2

siddarth-c/Graph-Chess

Edge Classification using Graph Neural Network

Language: Python - Size: 9.37 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0

stavhaygn/APTLab-Analysis

Loading provenance graph from a set of CSV files

Language: Python - Size: 61.5 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 1

IgnacioVellido/Heuristics-GNNs

Graph Neural Networks to learn node heuristic values

Language: Python - Size: 50.9 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

Peachypie98/numerical-analysis-project

Predicting Amino Acids' Dipole Moment Value using SchNet

Size: 5.83 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

SarithRavI/pyg-face_landmarks

Using Graph Representation Learning for Facial Landmark detection.

Language: Python - Size: 17.3 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

pravinpoudel/Graph-Neural-Network-Evaluation

Performance Evaluation of Multiple Deep Neural Networks (GCNN, GAT, GraphSage, TAGCN) on different public datasets. <b />Tool Used: Pytorch, Pytorch Geoemetric

Language: Python - Size: 614 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

jason2133/CS224W

Stanford CS224W: Machine Learning with Graphs

Language: Jupyter Notebook - Size: 12.6 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

hardy30894/Oversmoothing_Graph_Neural_networks

Maintaining accuracy in Graph Neural Networks with increasing depth

Language: Jupyter Notebook - Size: 4.56 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

mlvlab/SELAR

Official PyTorch Implementation of "Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs". NeurIPS 2020.

Language: Python - Size: 155 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 48 - Forks: 13